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Comparison of different methods for the Corel 5K dataset Method P R F1 N+ MBRM 24 25 24.
For all keywords in the lexicon, the systematic evaluation results are reported in table 3, which illustrates the search-based automatic image annotation is better than the previous MBRM.
For the keywords which have positive recall, our approach also exhibits superior performance, achieving a gain of 23% and 6% over CRM-Rectangles and MBRM respectively.